MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26521
Scored
1629
Verified
16957
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31451
MantisBT MCP server – manage issues, notes, files, tags, and relationships. Wit…
N/A N/A 61
31452
akshayrawat
Enables users to connect their Reflect account to MCP-compatible clients to man…
81
31453
MCP Server for Apache Iceberg
N/A N/A 81
31454
ttpears
Enables LLMs to query and analyze data across multiple MySQL databases with ent…
31455
asmaaziry19
test Claim
N/A N/A 95
31456
osama-ata
An MCP server for Primavera P6 XER files.
N/A N/A
31457
MarshallEriksen-Neura
A lightweight gateway server that provides a unified connection entry point for…
81
31458
saju-from-seoul
Saju from Seoul — Korean Four Pillars (사주) over MCP: compute 년·월·일·시 pillars, F…
31459
mgarlabx
mcp_smithery Claim
N/A N/A
31460 N/A N/A
31461
BACH-AI-Tools
Provides tools to scrape, extract structured data, and crawl webpages, with acc…
81
31462
Hashlock-Tech
Hashlock Markets — sealed-bid intent trading + HTLC settlement for AI agents. E…
31463
him229
stays Claim
Google Hotels MCP server via direct RPC — no scraping, no browser automation. T…
31464
migkast
Enables AI-driven brand visibility monitoring and SEO project management via th…
31465
rafaelldanieli
tentra Claim
N/A N/A
31466
christophpoke
whoop Claim
N/A N/A 95
31467
daedalus
An MCP server that exposes the python-bitcoinlib API
N/A N/A
31468
Meima-Ely
A beginner MCP server that enables Claude to read local text, CSV, and Markdown…
N/A N/A
31469
Reim-developer
Sephera Claim
Fast local-first Rust CLI for codebase metrics, AST-compressed LLM context bund…
N/A N/A
31470
ArtemFilin1990
Enables AI agents to interact with Bitrix24 CRM for managing contacts, deals, t…
81
31471
wmarceau
canva-mcp Claim 1
MCP server for Canva - create designs, manage assets, use templates, export gra…
N/A N/A 83
31472
Sarakael78
MCP Memory Claim
Enables AI assistants to remember and retrieve user information across conversa…
81
31473
ainarsklavins
Provides AI assistants with real-time date, time, and timezone information, ena…
81
31474
jamesdowzard
MCP Apps POC Claim
A proof-of-concept demonstrating interactive UI capabilities for MCP servers th…
81
31475
durvester
Enables interaction with Practice Fusion EHR through 19 healthcare tools for pa…
81
31476
igun997
A foundation for developing custom Model Context Protocol servers in TypeScript…
N/A N/A 95
31477
statikfintechllc
A lightweight HTTP module that enables scraping visible text from any publicly …
N/A N/A 95
31478
timmyzinin
Real-time salary data, job market trends, resume review, interview prep, and ca…
N/A N/A 95
31479
191341025
A Python-powered Model Context Protocol server that provides safe database insp…
81
31480
srotzin
HivePulse Claim
Real-time health monitoring and heartbeat tracking for agent services
31481
MCP-Mirror
Provides specialized backup and restoration capabilities for AI agents and code…
N/A N/A 95
31482
PierrunoYT
Enables AI image generation using the minimax/image-01 model via Replicate API.…
81
31483
MickeyDB
Enables management of Cobalt Strike red team operations through natural languag…
81
31484
janetsep
An intelligent agent that responds to financial queries about TreePod Glamping …
N/A N/A 95
31485 N/A N/A 95
31486
cosimo
aidentity Claim
N/A N/A 95
31487
railwayapp
Railway MCP Claim
Develop, manage, and debug Railway projects, services, and deployments from wit…
31488
Vaibahv1306Rapid
Provide a scaffolded environment to develop and run MCP servers with ease. Enab…
N/A N/A 95
31489
Ansvar-Systems
UK veterinary medicines — VMD database, withdrawal periods, cascade rules
31490
mailgent
hivekey.ai Claim
Identity infrastructure for AI agents. Email, credentials, and 2FA — everything…
31491
PierrunoYT
Provides access to Reve text-to-image AI model for generating high-quality imag…
81
31492
bill-kopp-ai-dev
An MCP server that provides autonomous, multi-source web research capabilities …
31493
ZionHopkins
Agentic pipeline — 39 tools from idea to revenue for solo founders.
N/A N/A 95
31494
seekr-sh
Enables web search through Google and Wikipedia plus content extraction from an…
81
31495
SanctumSec
Credential vault for AI agents — encrypted storage, lease-based access, CRP sup…
N/A N/A 95
31496
PhySci
Enables querying PostgreSQL database metadata including table lists and schema …
31497
xiaobenyang-com
public_promo Claim
N/A N/A
31498
elliot-evno
A basic MCP server built with FastMCP framework that provides example tools inc…
N/A N/A 95
31499
alona-iaig
Create visual whiteboards, diagrams, flowcharts, and project plans from AI conv…
31500
null
Canvas Claim
Canvas MCP is a collection of Canvas LMS tools for the model context protocol. …
81
Showing 31451–31500 of 33449 servers
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